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Projection Surfaces Detection and Image Correction for Mobile Robots in HRI
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نویسنده
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fernández-rodicio e. ,gonzález-pacheco v. ,castillo j.c. ,castro-gonzález á. ,malfaz m. ,salichs m.a.
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منبع
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journal of sensors - 2017 - دوره : 2017 - شماره : 0
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چکیده
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Projectors have become a widespread tool to share information in human-robot interaction with large groups of people in a comfortable way. finding a suitable vertical surface becomes a problem when the projector changes positions when a mobile robot is looking for suitable surfaces to project. two problems must be addressed to achieve a correct undistorted image: (i) finding the biggest suitable surface free from obstacles and (ii) adapting the output image to correct the distortion due to the angle between the robot and a nonorthogonal surface. we propose a ransac-based method that detects a vertical plane inside a point cloud. then,inside this plane,we apply a rectangle-fitting algorithm over the region in which the projector can work. finally,the algorithm checks the surface looking for imperfections and occlusions and transforms the original image using a homography matrix to display it over the area detected. the proposed solution can detect projection areas in real-time using a single kinect camera,which makes it suitable for applications where a robot interacts with other people in unknown environments. our projection surfaces detector and the image correction module allow a mobile robot to find the right surface and display images without deformation,improving its ability to interact with people. © 2017 enrique fernández-rodicio et al.
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آدرس
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departamento de sistemas y automática,universidad carlos iii de madrid,madrid, Spain, departamento de sistemas y automática,universidad carlos iii de madrid,madrid, Spain, departamento de sistemas y automática,universidad carlos iii de madrid,madrid, Spain, departamento de sistemas y automática,universidad carlos iii de madrid,madrid, Spain, departamento de sistemas y automática,universidad carlos iii de madrid,madrid, Spain, departamento de sistemas y automática,universidad carlos iii de madrid,madrid, Spain
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Authors
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